import intake
import ciofs_hindcast_report as chr
import hvplot.pandas  # noqa
import ocean_model_skill_assessor as omsa
import pandas as pd

USGS BOEM: Single CTD profiles across Cook Inlet

• CTD profiles - USGS BOEM

• ctd_profiles_usgs_boem

• One-off CTD profiles from 2016 to 2021 in July

USGS Cook Inlet fish and bird survey CTD profiles.

CTD profiles collected in Cook Inlet from 2016-2021 by Mayumi Arimitsu as part of BOEM sponsored research on fish and bird distributions in Cook Inlet. The profiles are collected in July for the years 2016-2021.

The scientific project is described here: https://www.usgs.gov/centers/alaska-science-center/science/cook-inlet-seabird-and-forage-fish-study#overview.

cat = intake.open_catalog(chr.CAT_NAME("ctd_profiles_usgs_boem"))

Map of CTD Profiles

getattr(chr.src.plot_dataset_on_map, "ctd_profiles_usgs_boem")("ctd_profiles_usgs_boem")
    

2016

2016102001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	60.2743	-152.356	2016-07-17T11:16:00.000000000	60.2743	-152.356	2016-07-17T11:16:00.000000000

cat['2016102001'].plot.data()

2016106001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.8774	-152.579	2016-07-18T16:13:00.000000000	59.8774	-152.579	2016-07-18T16:13:00.000000000

cat['2016106001'].plot.data()

2016120001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	60.3062	-152.192	2016-07-17T08:33:00.000000000	60.3062	-152.192	2016-07-17T08:33:00.000000000

cat['2016120001'].plot.data()

2016122201

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	60.1779	-151.915	2016-07-17T15:56:00.000000000	60.1779	-151.915	2016-07-17T15:56:00.000000000

cat['2016122201'].plot.data()

2016123001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	60.057	-152.524	2016-07-16T08:12:00.000000000	60.057	-152.524	2016-07-16T08:12:00.000000000

cat['2016123001'].plot.data()

2016123002

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	60.1052	-152.241	2016-07-16T11:11:00.000000000	60.1052	-152.241	2016-07-16T11:11:00.000000000

cat['2016123002'].plot.data()

2016125001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.9135	-152.194	2016-07-14T14:43:00.000000000	59.9135	-152.194	2016-07-14T14:43:00.000000000

cat['2016125001'].plot.data()

2016126001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.8026	-152.757	2016-07-18T19:19:00.000000000	59.8026	-152.757	2016-07-18T19:19:00.000000000

cat['2016126001'].plot.data()

2016126002

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.8295	-152.538	2016-07-19T11:15:00.000000000	59.8295	-152.538	2016-07-19T11:15:00.000000000

cat['2016126002'].plot.data()

2016205701

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.6646	-151.233	2016-07-23T14:10:00.000000000	59.6646	-151.233	2016-07-23T14:10:00.000000000

cat['2016205701'].plot.data()

2016206001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.5644	-151.393	2016-07-29T10:23:00.000000000	59.5644	-151.393	2016-07-29T10:23:00.000000000

cat['2016206001'].plot.data()

2016221001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.6698	-151.985	2016-07-28T11:22:00.000000000	59.6698	-151.985	2016-07-28T11:22:00.000000000

cat['2016221001'].plot.data()

2016223001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.5834	-151.446	2016-07-24T09:39:00.000000000	59.5834	-151.446	2016-07-24T09:39:00.000000000

cat['2016223001'].plot.data()

2016223002

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.5713	-151.716	2016-07-24T12:10:00.000000000	59.5713	-151.716	2016-07-24T12:10:00.000000000

cat['2016223002'].plot.data()

2016224001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.5006	-151.889	2016-07-26T11:25:00.000000000	59.5006	-151.889	2016-07-26T11:25:00.000000000

cat['2016224001'].plot.data()

2016225001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.4217	-152.025	2016-07-26T18:55:00.000000000	59.4217	-152.025	2016-07-26T18:55:00.000000000

cat['2016225001'].plot.data()

2016226001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.3211	-152.102	2016-07-27T10:49:00.000000000	59.3211	-152.102	2016-07-27T10:49:00.000000000

cat['2016226001'].plot.data()

2017

2017101001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	60.358	-152.214	2017-07-26T08:52:00.000000000	60.358	-152.214	2017-07-26T08:52:00.000000000

cat['2017101001'].plot.data()

2017103001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	60.1284	-152.493	2017-07-25T09:49:00.000000000	60.1284	-152.493	2017-07-25T09:49:00.000000000

cat['2017103001'].plot.data()

2017120001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	60.3292	-152.177	2017-07-26T13:12:00.000000000	60.3292	-152.177	2017-07-26T13:12:00.000000000

cat['2017120001'].plot.data()

2017122001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	60.231	-152.285	2017-07-26T14:38:00.000000000	60.231	-152.285	2017-07-26T14:38:00.000000000

cat['2017122001'].plot.data()

2017123001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	60.0473	-152.52	2017-07-23T07:29:00.000000000	60.0473	-152.52	2017-07-23T07:29:00.000000000

cat['2017123001'].plot.data()

2017124001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.9828	-152.263	2017-07-27T10:56:00.000000000	59.9828	-152.263	2017-07-27T10:56:00.000000000

cat['2017124001'].plot.data()

2017125001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.919	-152.27	2017-07-22T12:41:00.000000000	59.919	-152.27	2017-07-22T12:41:00.000000000

cat['2017125001'].plot.data()

2017125002

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.9439	-151.941	2017-07-22T16:08:00.000000000	59.9439	-151.941	2017-07-22T16:08:00.000000000

cat['2017125002'].plot.data()

2017201001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.6637	-151.801	2017-07-31T11:03:00.000000000	59.6637	-151.801	2017-07-31T11:03:00.000000000

cat['2017201001'].plot.data()

2017204001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.6447	-151.282	2017-07-20T11:57:00.000000000	59.6447	-151.282	2017-07-20T11:57:00.000000000

cat['2017204001'].plot.data()

2017205001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.6727	-151.197	2017-07-19T15:35:00.000000000	59.6727	-151.197	2017-07-19T15:35:00.000000000

cat['2017205001'].plot.data()

2017206001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.6599	-151.224	2017-07-19T11:39:00.000000000	59.6599	-151.224	2017-07-19T11:39:00.000000000

cat['2017206001'].plot.data()

2017207001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.5196	-151.462	2017-07-20T16:40:00.000000000	59.5196	-151.462	2017-07-20T16:40:00.000000000

cat['2017207001'].plot.data()

2017212001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.3781	-151.891	2017-07-28T17:05:00.000000000	59.3781	-151.891	2017-07-28T17:05:00.000000000

cat['2017212001'].plot.data()

2017214001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.5773	-151.363	2017-07-18T15:56:00.000000000	59.5773	-151.363	2017-07-18T15:56:00.000000000

cat['2017214001'].plot.data()

2017220001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.7454	-151.998	2017-07-31T14:42:00.000000000	59.7454	-151.998	2017-07-31T14:42:00.000000000

cat['2017220001'].plot.data()

2017223001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.5842	-151.512	2017-07-30T10:12:00.000000000	59.5842	-151.512	2017-07-30T10:12:00.000000000

cat['2017223001'].plot.data()

2017224001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.4971	-151.843	2017-07-30T17:34:00.000000000	59.4971	-151.843	2017-07-30T17:34:00.000000000

cat['2017224001'].plot.data()

2017225001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.3998	-152.119	2017-07-28T12:41:00.000000000	59.3998	-152.119	2017-07-28T12:41:00.000000000

cat['2017225001'].plot.data()

2018

2018104001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	60.0669	-152.537	2018-07-14T19:31:00.000000000	60.0669	-152.537	2018-07-14T19:31:00.000000000

cat['2018104001'].plot.data()

2018120001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	60.2993	-152.223	2018-07-17T11:20:00.000000000	60.2993	-152.223	2018-07-17T11:20:00.000000000

cat['2018120001'].plot.data()

2018121001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	60.2658	-152.178	2018-07-17T16:39:00.000000000	60.2658	-152.178	2018-07-17T16:39:00.000000000

cat['2018121001'].plot.data()

2018122001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	60.166	-152.476	2018-07-15T18:53:00.000000000	60.166	-152.476	2018-07-15T18:53:00.000000000

cat['2018122001'].plot.data()

2018123001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	60.0947	-151.961	2018-07-15T14:06:00.000000000	60.0947	-151.961	2018-07-15T14:06:00.000000000

cat['2018123001'].plot.data()

2018124001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.9949	-152.297	2018-07-18T10:10:00.000000000	59.9949	-152.297	2018-07-18T10:10:00.000000000

cat['2018124001'].plot.data()

2018125001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.8945	-151.986	2018-07-18T14:30:00.000000000	59.8945	-151.986	2018-07-18T14:30:00.000000000

cat['2018125001'].plot.data()

2018126001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.8347	-152.416	2018-07-19T11:23:00.000000000	59.8347	-152.416	2018-07-19T11:23:00.000000000

cat['2018126001'].plot.data()

2018203001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.5806	-151.52	2018-07-12T17:20:00.000000000	59.5806	-151.52	2018-07-12T17:20:00.000000000

cat['2018203001'].plot.data()

2018203002

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.5905	-151.423	2018-07-25T09:26:00.000000000	59.5905	-151.423	2018-07-25T09:26:00.000000000

cat['2018203002'].plot.data()

2018205001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.6932	-151.157	2018-07-24T15:53:00.000000000	59.6932	-151.157	2018-07-24T15:53:00.000000000

cat['2018205001'].plot.data()

2018208001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.5375	-151.518	2018-07-13T17:48:00.000000000	59.5375	-151.518	2018-07-13T17:48:00.000000000

cat['2018208001'].plot.data()

2018214002

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.5746	-151.339	2018-07-13T11:28:00.000000000	59.5746	-151.339	2018-07-13T11:28:00.000000000

cat['2018214002'].plot.data()

2018221001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.6566	-151.881	2018-07-26T20:01:00.000000000	59.6566	-151.881	2018-07-26T20:01:00.000000000

cat['2018221001'].plot.data()

2018223001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.5818	-151.473	2018-07-23T11:19:00.000000000	59.5818	-151.473	2018-07-23T11:19:00.000000000

cat['2018223001'].plot.data()

2018223002

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.5737	-151.73	2018-07-25T16:34:00.000000000	59.5737	-151.73	2018-07-25T16:34:00.000000000

cat['2018223002'].plot.data()

2018225001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.4071	-152.014	2018-07-27T14:49:00.000000000	59.4071	-152.014	2018-07-27T14:49:00.000000000

cat['2018225001'].plot.data()

2019

2019106001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.8465	-152.807	2019-07-21T10:03:00.000000000	59.8465	-152.807	2019-07-21T10:03:00.000000000

cat['2019106001'].plot.data()

2019121001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	60.1817	-152.209	2019-07-19T09:35:00.000000000	60.1817	-152.209	2019-07-19T09:35:00.000000000

cat['2019121001'].plot.data()

2019122001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	60.1561	-152.379	2019-07-19T11:59:00.000000000	60.1561	-152.379	2019-07-19T11:59:00.000000000

cat['2019122001'].plot.data()

2019123001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	60.0269	-151.982	2019-07-19T13:32:00.000000000	60.0269	-151.982	2019-07-19T13:32:00.000000000

cat['2019123001'].plot.data()

2019125001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.928	-152.179	2019-07-17T12:43:00.000000000	59.928	-152.179	2019-07-17T12:43:00.000000000

cat['2019125001'].plot.data()

2019126001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.8979	-151.898	2019-07-21T17:38:00.000000000	59.8979	-151.898	2019-07-21T17:38:00.000000000

cat['2019126001'].plot.data()

2019205001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.6756	-151.205	2019-07-28T11:24:00.000000000	59.6756	-151.205	2019-07-28T11:24:00.000000000

cat['2019205001'].plot.data()

2019210001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.4996	-151.735	2019-07-26T12:20:00.000000000	59.4996	-151.735	2019-07-26T12:20:00.000000000

cat['2019210001'].plot.data()

2019221001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.6465	-152.216	2019-07-22T13:47:00.000000000	59.6465	-152.216	2019-07-22T13:47:00.000000000

cat['2019221001'].plot.data()

2019223001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.5795	-151.4	2019-07-24T13:01:00.000000000	59.5795	-151.4	2019-07-24T13:01:00.000000000

cat['2019223001'].plot.data()

2019223002

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.5726	-151.765	2019-07-27T16:45:00.000000000	59.5726	-151.765	2019-07-27T16:45:00.000000000

cat['2019223002'].plot.data()

2019226001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.3545	-152.231	2019-07-27T11:06:00.000000000	59.3545	-152.231	2019-07-27T11:06:00.000000000

cat['2019226001'].plot.data()

2021

2021105001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	60.0328	-152.547	2021-07-18T17:37:00.000000000	60.0328	-152.547	2021-07-18T17:37:00.000000000

cat['2021105001'].plot.data()

2021122001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	60.1651	-152.314	2021-07-20T15:17:00.000000000	60.1651	-152.314	2021-07-20T15:17:00.000000000

cat['2021122001'].plot.data()

2021123001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	60.0727	-152.062	2021-07-21T16:40:00.000000000	60.0727	-152.062	2021-07-21T16:40:00.000000000

cat['2021123001'].plot.data()

2021124001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	60.0058	-152.25	2021-07-21T11:20:00.000000000	60.0058	-152.25	2021-07-21T11:20:00.000000000

cat['2021124001'].plot.data()

2021125001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.8989	-151.97	2021-07-18T10:13:00.000000000	59.8989	-151.97	2021-07-18T10:13:00.000000000

cat['2021125001'].plot.data()

2021126001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.8513	-152.565	2021-07-23T10:20:00.000000000	59.8513	-152.565	2021-07-23T10:20:00.000000000

cat['2021126001'].plot.data()

2021205001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.7194	-151.104	2021-07-25T09:01:00.000000000	59.7194	-151.104	2021-07-25T09:01:00.000000000

cat['2021205001'].plot.data()

2021210001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.5051	-151.586	2021-07-27T19:09:00.000000000	59.5051	-151.586	2021-07-27T19:09:00.000000000

cat['2021210001'].plot.data()

2021221001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.667	-152.202	2021-07-30T15:41:00.000000000	59.667	-152.202	2021-07-30T15:41:00.000000000

cat['2021221001'].plot.data()

2021223001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.582	-151.579	2021-07-29T11:48:00.000000000	59.582	-151.579	2021-07-29T11:48:00.000000000

cat['2021223001'].plot.data()

2021223002

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.5683	-151.419	2021-07-29T17:10:00.000000000	59.5683	-151.419	2021-07-29T17:10:00.000000000

cat['2021223002'].plot.data()

2021224001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.4972	-152.164	2021-07-26T14:43:00.000000000	59.4972	-152.164	2021-07-26T14:43:00.000000000

cat['2021224001'].plot.data()

2021226001

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	profile	point	59.3349	-152.047	2021-07-27T12:25:00.000000000	59.3349	-152.047	2021-07-27T12:25:00.000000000

cat['2021226001'].plot.data()